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Research

2026

Shallow instantaneous quantum polynomial-time circuits for generative modeling on noisy intermediate-scale quantum hardware

Oriol Balló-Gimbernat, Marcos Arroyo-Sánchez, Paula García-Molina, Adan Garriga, Fernando Vilariño

Physical Review A (Open Access)

Paper Code
2026

Practical insights on the effect of different encodings, ansätze and measurements in quantum and hybrid convolutional neural networks

Jesús Lozano-Cruz, Albert Nieto-Morales, Oriol Balló-Gimbernat, Adan Garriga, Antón Rodríguez-Otero, Alejandro Borrallo-Rentero

Quantum Machine Intelligence

Paper Code Arxiv
2025

Generative Graph Modeling on NISQ Computers

Oriol Balló-Gimbernat, Marcos Arroyo-Sanchez

IEEE International Conference on Quantum Computing and Engineering (QCE)

Paper
2023

Coverage maps on domains with obstacles

Oriol Balló-Gimbernat, Narcís Coll, Marta Fort

XX Spanish Meeting on Computational Geometry

Paper Code

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